Record, CLM, bronze and silver
CLM-407857
Received 2026-03-22T07:46:28Z, line 36,582 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Ronald | Ronald | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | 19810920 | 1981-09-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-2368 | •••-••-2368 | Unchanged |
| Phone | — | — | Unchanged |
| NULL·· | — | Cleared | |
| Address | 763 OAK STREET | 763 Oak St | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30355-7669 | 30355 | Changed |
| Group | N/A | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.66
- Name key
- ronald|espinoza
- Address key
- 763|oak|30355
- Canonical first
- ronald
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| PRV-22325 | 1.00 | Scored | — | Auto-linked |
| CLM-407859 | 1.00 | Scored | — | Auto-linked |
| CLM-407858 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-407856 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-110344 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002670
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ronald Espinoza, 1981-09-20, 6 records, Verified
Evidence
Matched against CLM-407859
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye7582a6ae02026-10-19 19:54:38, scoring_agentidentity id MBR-002670, confidence 1, method probabilistic, matched record CLM-407859, policy version 1
- Record linked automatically081fcaa61d2026-10-19 19:52:08, scoring_agentidentity id MBR-002670, confidence 1, method probabilistic, matched record CLM-407859, policy version 1
- Record linked automatically8dc1a29be52026-10-19 19:45:41, scoring_agentidentity id MBR-002670, confidence 1, method probabilistic, matched record CLM-407859, policy version 1
- Record linked automatically74c24acd872026-10-19 19:32:31, scoring_agentidentity id MBR-002670, confidence 1, method probabilistic, matched record CLM-407859, policy version 1
- Record linked automaticallybe5e60439b2026-10-19 19:31:28, scoring_agentidentity id MBR-036968, confidence 1, method probabilistic, matched record ENR-110270, policy version 1